{"type": "article", "title": "I audited Stanford's CS336 and built an LLM from scratch for $353", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/i-audited-stanford-s-cs336-and-built-an-llm-from-scratch-for-353", "original_source": "https://andytimm.github.io/posts/cs336/cs336_review.html", "published": "2026-07-23T06:55:04+00:00", "accessed": "2026-07-23", "id": "i-audited-stanford-s-cs336-and-built-an-llm-from-scratch-for-353"}